Talks & Supervision
Talks & Supervision
Talks
ESANN 2026 · Contributed speaker · April 2026
NTNU NorwAI Spring Forum · Invited speaker · April 2026
BI Norwegian Business School · Invited lecturer · February 2026
Graduate course: AI, Technologies and Applications (Spring 2026)
ECML PKDD ML4ITS Workshop · Invited speaker · September 2025
Porto, Portugal
Talk: Anomaly Detection in Telecom Time Series: From Graph-Based Models Towards Representation Learning
Workshop page
NTNU NorwAI Forum · Invited speaker · March 2025
Talk: Telenor’s Journey in Network Anomaly Detection — Towards Generative AI Approaches in Complex Telecom Environments
BI Norwegian Business School · Invited lecturer · February 2023
Graduate course: AI, Technologies and Applications (Spring 2023)
Oslo Data Science Meetup · Invited speaker · March 2022
Talk: GANs for Anomaly Detection on Telco Multivariate Time Series
Event link
Friday AI Webinar · Invited speaker · November 2021
NTNU, NORA and NAIL
Talk: Generative Adversarial Networks for Anomaly Detection on Telco Multivariate Time Series
1st International Workshop on Machine Learning for Irregular Time Series · Invited panel participant · September 2021
ECML PKDD 2021
Workshop page
Operator Algebras Seminar · Invited speaker · July 2018
University of Rome Tor Vergata
Quantum Homogeneous Spaces · Invited speaker · June 2018
ICMS, Edinburgh
Danish-Norwegian Operator Algebra Workshop · Contributed speaker · January 2017
Lysebu, Oslo
7ECM Satellite Conference on Compact Quantum Groups · Invited speaker · July 2016
Alfried Krupp Wissenschaftskolleg, Greifswald, Germany
Norwegian Operator Algebras Meeting · Contributed speaker · November 2015
NTNU, Trondheim
Supervision
Ongoing
C. Eder — PhD
Norwegian University of Science and Technology, 2025–present
Thesis topic: Multi-View Data Augmentations for Time Series Data
Main supervisor: Benjamin Kille. Co-supervisors: Sara Malacarne and Kerstin Bach.
S. Munthe — Master’s
Norwegian University of Science and Technology, 2026–present
Thesis: Deep Operator Networks for Telco Network Intelligence
Main supervisor: Massimiliano Ruocco. Co-supervisors: Sara Malacarne and Michail Spitieris.
L. B. Strand — Master’s
Norwegian University of Science and Technology, 2026–present
Thesis: Shift-Conditioned Generative Adaptation for Robust Predictive Modelling Under Distribution Shift
Main supervisor: Massimiliano Ruocco. Co-supervisors: Sara Malacarne and Michail Spitieris.
T. L. Borning and I. Tonnesen — Master’s
Norwegian University of Science and Technology, 2026–present
Thesis: Uncertainty-Aware Anomaly Detection with Generative Models
Main supervisor: Massimiliano Ruocco. Co-supervisors: Sara Malacarne and Michail Spitieris.
V. A. Albretsen — Master’s
Norwegian University of Science and Technology, 2026–present
Thesis: Wavelet-Based Representations for Time Series
Main supervisor: Benjamin Kille. Co-supervisors: Christoph Eder and Sara Malacarne.
Completed
D. Lee — PhD
Norwegian University of Science and Technology, 2025
Thesis: Towards Universal Time Series Modeling: Deep Generative Modeling and Self-Supervised Learning for Time Series and Beyond
Main supervisor: Erlend Aune. Co-supervisors: Jo Eidsvik and Sara Malacarne.
D. Kristiansen — Master’s
Norwegian University of Science and Technology, 2026
Thesis: Zero Shot Time Series Foundation Models in the Telecom Domain
Main supervisor: Massimiliano Ruocco. Co-supervisor: Sara Malacarne.
S. Kristoffersen and P. S. Nordby — Master’s
Norwegian University of Science and Technology, 2024
Supervisors: Massimiliano Ruocco, Sara Malacarne and Pablo Ortiz.
S. N. Vang — Master’s
Norwegian University of Science and Technology, 2021
Main supervisor: Massimiliano Ruocco. Co-supervisor: Sara Malacarne.
A. O. Harstad and W. E. G. Kvaale — Master’s
Norwegian University of Science and Technology, 2021
Thesis: Spatio-Temporal Graph Attention Network for Anomaly Detection in the Telco Domain
Main supervisor: Massimiliano Ruocco. Co-supervisors: Sara Malacarne and Claudio Gallicchio.